{"id":"https://openalex.org/W4400037599","doi":"https://doi.org/10.1145/3652037.3663891","title":"Sharing non-reversible data statistics for fast and secure Federated learning native to Extreme Learning Machine","display_name":"Sharing non-reversible data statistics for fast and secure Federated learning native to Extreme Learning Machine","publication_year":2024,"publication_date":"2024-06-26","ids":{"openalex":"https://openalex.org/W4400037599","doi":"https://doi.org/10.1145/3652037.3663891"},"language":"en","primary_location":{"id":"doi:10.1145/3652037.3663891","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652037.3663891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072292967","display_name":"Anton Akusok","orcid":"https://orcid.org/0000-0002-9580-5033"},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Anton Akusok","raw_affiliation_strings":["Arcada University of Applied Sciences, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9580-5033","affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Finland","institution_ids":["https://openalex.org/I198445264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084647245","display_name":"Leonardo Espinosa-Leal","orcid":"https://orcid.org/0000-0001-6861-8024"},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Leonardo Espinosa-Leal","raw_affiliation_strings":["Arcada University of Applied Sciences, Finland"],"raw_orcid":"https://orcid.org/0000-0001-6861-8024","affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Finland","institution_ids":["https://openalex.org/I198445264"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078854826","display_name":"Kaj-Mikael Bj\u00f6rk","orcid":"https://orcid.org/0000-0001-7720-5109"},"institutions":[{"id":"https://openalex.org/I198445264","display_name":"Arcada University of Applied Sciences","ror":"https://ror.org/02s466x84","country_code":"FI","type":"education","lineage":["https://openalex.org/I198445264"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kaj-Mikael Bj\u00f6Rk","raw_affiliation_strings":["Arcada University of Applied Sciences, Finland and Director, Centre For Intelligent Computing (CIC.UTU.FI), Finland"],"raw_orcid":"https://orcid.org/0000-0001-7720-5109","affiliations":[{"raw_affiliation_string":"Arcada University of Applied Sciences, Finland and Director, Centre For Intelligent Computing (CIC.UTU.FI), Finland","institution_ids":["https://openalex.org/I198445264"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3055,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62109159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"674","last_page":"675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9889000058174133,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7710501551628113},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.6651011109352112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4874851703643799},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4423760771751404},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16358539462089539}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7710501551628113},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.6651011109352112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4874851703643799},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4423760771751404},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16358539462089539}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3652037.3663891","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3652037.3663891","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1520795727","https://openalex.org/W2045427344","https://openalex.org/W2111072639","https://openalex.org/W2210387432","https://openalex.org/W3085598007"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W2969890106","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Extreme":[0],"Learning":[1],"Machine":[2],"(ELM)":[3],"is":[4],"a":[5,33,51],"fast":[6],"and":[7,35,44],"simple":[8],"machine":[9],"learning":[10,24],"method":[11],"with":[12],"an":[13],"exact":[14,36],"solution.":[15],"This":[16],"work":[17],"presents":[18],"its":[19],"integration":[20],"into":[21],"conventional":[22],"federated":[23,49],"frameworks":[25],"that":[26],"preserve":[27],"the":[28],"method\u2019s":[29],"native":[30],"property":[31],"of":[32],"non-iterative":[34],"solution":[37],"in":[38,57],"data-distributed":[39],"systems.":[40],"Low":[41],"computational":[42],"complexity":[43],"data":[45],"privacy":[46],"features":[47],"make":[48],"ELM":[50],"good":[52],"candidate":[53],"for":[54],"on-device":[55],"computing":[56],"privacy-sensitive":[58],"applications.":[59]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}